Farm3D vs DreamFusion

Unlock the potential of 3D animal modeling with Farm3D, a revolutionary approach to creating articulated 3D animals through the distillation of 2D diffusion techniques. Developed by experts at the University of Oxford, Farm3D offers a novel method for single-view 3D reconstruction, allowing the creation of detailed 3D shapes from a single input image. With the aid of an innovative controllable synthesis process, users can generate 3D models that are not only accurate but also customizable in terms of animation, texture, and lighting.

Dive into the future of 3D asset generation with Farm3D's cutting-edge technology. Whether you’re looking to convert static images into dynamic 3D models or seeking to enhance your digital creations with realistic animation and relighting features, Farm3D provides the tools you need. Experience the power of Stable Diffusion as it guides the learning of the 3D reconstruction networks, ensuring your results are nothing short of spectacular.

Discover DreamFusion, the revolutionary platform that combines the power of text-to-3D synthesis with cutting-edge 2D diffusion technology. Developed by a collaborative effort from Google Research and UC Berkeley, DreamFusion allows you to effortlessly transform textual descriptions into vivid 3D models without the need for large-scale datasets or complex 3D denoising architectures.

Utilizing a state-of-the-art 2D text-to-image diffusion model as a foundational prior, DreamFusion introduces a novel loss based on probability density distillation. This innovative approach enables seamless optimization of Neural Radiance Fields (NeRF) through gradient descent, producing high-quality 3D renderings from various angles with low loss. The resulting 3D models offer remarkable features such as viewability from any perspective, relightable textures under various illumination conditions, and the ability to be composited into diverse 3D environments seamlessly.

DreamFusion emphasizes ease of use and accessibility, requiring no 3D training data or tweaks to the existing image diffusion model. By harnessing the pre-trained image diffusion models as a robust prior, DreamFusion demonstrates the power of these models beyond mere 2D applications. Explore DreamFusion's gallery to witness the range of objects and scenes it can generate, and take the exciting step to generate your very own 3D model from text today!